Evolving

Last Update: 2/17/2026

Your role’s AI Resilience Score is

59.1%

Median Score

Changing Fast

Evolving

Stable

Our confidence in this score:
Medium

What does this resilience result mean?

These roles are shifting as AI becomes part of everyday workflows. Expect new responsibilities and new opportunities.

AI Resilience Report for

Cooks, Short Order

They quickly prepare simple meals like burgers, sandwiches, and breakfast foods in diners or small restaurants, making sure customers get their food fast and fresh.

This role is evolving

The career of short order cooks is labeled as "Evolving" because AI is starting to take over some simple kitchen tasks, like flipping burgers or making pizza, to help with labor shortages and rising costs. However, these robots are still new and not perfect, so they can't replace the creativity, flexibility, and personal touch that human cooks bring to the kitchen.

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Learn more about how you can thrive in this position

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Chat with Coach
Latest news
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Analysis
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News
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This role is evolving

The career of short order cooks is labeled as "Evolving" because AI is starting to take over some simple kitchen tasks, like flipping burgers or making pizza, to help with labor shortages and rising costs. However, these robots are still new and not perfect, so they can't replace the creativity, flexibility, and personal touch that human cooks bring to the kitchen.

Read full analysis

Contributing Sources

We aggregate scores from multiple models and supplement with employment projections for a more accurate picture of this occupation’s resilience. Expand to view all sources.

AI Resilience

AI Resilience Model v1.0

AI Task Resilience

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Stable iconStable

78.1%

78.1%

Microsoft's Working with AI

AI Applicability

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Evolving iconEvolving

54.6%

54.6%

Anthropic's Economic Index

Stable iconStable

99%

99%

Will Robots Take My Job

Automation Resilience

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Changing fast iconChanging fast

26.4%

26.4%

Medium Demand

Labor Market Outlook

We use BLS employment projections to complement the AI-focused assessments from other sources.

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Growth Rate (2024-34):

-5.6%

Growth Percentile:

9.9%

Annual Openings:

20,600

Annual Openings Pct:

68.7%

Analysis of Current AI Resilience

Cooks, Short Order

Updated Quarterly • Last Update: 2/17/2026

Analysis
Suggested Actions
State of Automation

What's changing and what's not

Some simple kitchen tasks are now done by machines, but most work still needs people. For instance, industry news has shown robots that can stir-fry, flip burgers, make ramen, bake pizza and even deliver or clear plates [1]. A recent study notes busy kitchens can in principle be partly automated [2].

In practice, these robots are new and often imperfect – for example, a pizza-making robot once struggled to keep the cheese from sliding off [1]. Routine jobs like cleaning counters, rotating stock or washing dishes still require human care. Some tech helps behind the scenes: for example, “smart” kitchen displays use AI to time orders so all dishes of one order finish together [3].

In short, AI today augments cooks by handling repeatable parts of cooking, but most short-order work still needs human skill, judgment and care [1] [1].

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AI Adoption

AI in the real world

Restaurateurs see both upsides and limits to AI. On the pro side, labor shortages and rising costs are pushing chains to try automation [1] [1]. Industry leaders even predict more robots in kitchens ahead [1].

AI tools can boost consistency and free staff from the most repetitive tasks. But there are reasons to go slowly. Early kitchen robots are expensive and still glitchy: news stories note machines can malfunction (one startup shut down after its pizza robot failed) [1].

Workers worry about losing jobs to machines [4], and many restaurants know diners often prefer the creativity and human touch that cooks provide [1]. Smaller restaurants especially may not afford costly robots. In practice, most operators test AI cautiously – using it for narrow tasks while keeping cooks on duty.

This way, technology helps rather than replaces people, and chefs’ creativity, flexibility and friendly service remain at the heart of the job.

Sources

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More Career Info

Career: Cooks, Short Order

Employment & Wage Data

Median Wage

$35,620

Jobs (2024)

151,100

Growth (2024-34)

-5.6%

Annual Openings

20,600

Education

No formal educational credential

Experience

None

Source: Bureau of Labor Statistics, Employment Projections 2024-2034

Task-Level AI Resilience Scores

AI-generated estimates of task resilience over the next 3 years

1

65% ResilienceCore Task

Perform general cleaning activities in kitchen and dining areas.

2

60% ResilienceCore Task

Plan work on orders so that items served together are finished at the same time.

3

55% ResilienceCore Task

Complete orders from steam tables, placing food on plates and serving customers at tables or counters.

4

50% ResilienceCore Task

Take orders from customers and cook foods requiring short preparation times, according to customer requirements.

5

50% ResilienceCore Task

Perform food preparation tasks, such as making sandwiches, carving meats, making soups or salads, baking breads or desserts, and brewing coffee or tea.

6

45% ResilienceCore Task

Grill and garnish hamburgers or other meats, such as steaks and chops.

7

40% ResilienceCore Task

Grill, cook, and fry foods such as french fries, eggs, and pancakes.

Tasks are ranked by their AI resilience, with the most resilient tasks shown first. Core tasks are essential functions of this occupation, while supplemental tasks provide additional context.

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